Pandas Profiling Report

Dataset statistics

Number of variables	18
Number of observations	5983
Missing cells	8618
Missing cells (%)	8.0%
Duplicate rows	12
Duplicate rows (%)	0.2%
Total size in memory	841.5 KiB
Average record size in memory	144.0 B

Variable types

Numeric	8
Categorical	10

Alerts

Dataset has 12 (0.2%) duplicate rows	Duplicates
`pickup_place` has a high cardinality: 898 distinct values	High cardinality
`place_category` has a high cardinality: 57 distinct values	High cardinality
`item_name` has a high cardinality: 2277 distinct values	High cardinality
`item_category_name` has a high cardinality: 767 distinct values	High cardinality
`how_long_it_took_to_order` has a high cardinality: 2170 distinct values	High cardinality
`when_the_delivery_started` has a high cardinality: 4867 distinct values	High cardinality
`when_the_courier_arrived_at_pickup` has a high cardinality: 4446 distinct values	High cardinality
`when_the_courier_left_pickup` has a high cardinality: 4428 distinct values	High cardinality
`when_the_courier_arrived_at_dropoff` has a high cardinality: 4849 distinct values	High cardinality
`pickup_lat` is highly correlated with `pickup_lon` and 1 other fields	High correlation
`pickup_lon` is highly correlated with `pickup_lat` and 1 other fields	High correlation
`dropoff_lat` is highly correlated with `pickup_lat` and 1 other fields	High correlation
`dropoff_lon` is highly correlated with `pickup_lon` and 1 other fields	High correlation
`pickup_lat` is highly correlated with `pickup_lon` and 1 other fields	High correlation
`pickup_lon` is highly correlated with `pickup_lat` and 1 other fields	High correlation
`dropoff_lat` is highly correlated with `pickup_lat` and 1 other fields	High correlation
`dropoff_lon` is highly correlated with `pickup_lon` and 1 other fields	High correlation
`pickup_lat` is highly correlated with `dropoff_lat`	High correlation
`dropoff_lat` is highly correlated with `pickup_lat`	High correlation
`place_category` is highly correlated with `pickup_lat` and 1 other fields	High correlation
`pickup_lat` is highly correlated with `place_category` and 3 other fields	High correlation
`pickup_lon` is highly correlated with `place_category` and 3 other fields	High correlation
`dropoff_lat` is highly correlated with `pickup_lat` and 2 other fields	High correlation
`dropoff_lon` is highly correlated with `pickup_lat` and 2 other fields	High correlation
`place_category` has 883 (14.8%) missing values	Missing
`item_name` has 1230 (20.6%) missing values	Missing
`item_quantity` has 1230 (20.6%) missing values	Missing
`item_category_name` has 1230 (20.6%) missing values	Missing
`how_long_it_took_to_order` has 2945 (49.2%) missing values	Missing
`when_the_courier_arrived_at_pickup` has 550 (9.2%) missing values	Missing
`when_the_courier_left_pickup` has 550 (9.2%) missing values	Missing
`how_long_it_took_to_order` is uniformly distributed	Uniform
`when_the_delivery_started` is uniformly distributed	Uniform
`when_the_courier_arrived_at_pickup` is uniformly distributed	Uniform
`when_the_courier_left_pickup` is uniformly distributed	Uniform
`when_the_courier_arrived_at_dropoff` is uniformly distributed	Uniform

Reproduction

Analysis started	2022-01-29 20:33:12.747810
Analysis finished	2022-01-29 20:33:27.222641
Duration	14.47 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

delivery_id
Real number (ℝ_≥0)

Distinct	5214
Distinct (%)	87.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1379495.072

Minimum	1271706
Maximum	1491424
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	46.9 KiB

Quantile statistics

Minimum	1271706
5-th percentile	1281674
Q1	1322792.5
median	1375689
Q3	1436371
95-th percentile	1480980.2
Maximum	1491424
Range	219718
Interquartile range (IQR)	113578.5

Descriptive statistics

Standard deviation	64593.9744
Coefficient of variation (CV)	0.04682436039
Kurtosis	-1.221358888
Mean	1379495.072
Median Absolute Deviation (MAD)	56073
Skewness	0.08500157938
Sum	8253519014
Variance	4172381529
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1460296	5	0.1%
1286826	4	0.1%
1475127	4	0.1%
1435427	4	0.1%
1397032	4	0.1%
1285292	4	0.1%
1482492	4	0.1%
1374803	4	0.1%
1460699	4	0.1%
1319971	4	0.1%
Other values (5204)	5942	99.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1271706	1	< 0.1%
1271751	1	< 0.1%
1271867	1	< 0.1%
1272279	1	< 0.1%
1272303	1	< 0.1%
1272363	1	< 0.1%
1272372	1	< 0.1%
1272382	1	< 0.1%
1272439	1	< 0.1%
1272451	1	< 0.1%

Value	Count	Frequency (%)
1491424	2	< 0.1%
1491341	1	< 0.1%
1491147	1	< 0.1%
1491144	1	< 0.1%
1491110	1	< 0.1%
1491090	1	< 0.1%
1491029	1	< 0.1%
1490893	1	< 0.1%
1490865	1	< 0.1%
1490829	1	< 0.1%

customer_id
Real number (ℝ_≥0)

Distinct	3192
Distinct (%)	53.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	176472.5955

Minimum	242
Maximum	405547
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	46.9 KiB

Quantile statistics

Minimum	242
5-th percentile	44005
Q1	77817
median	131093
Q3	293381
95-th percentile	377245.5
Maximum	405547
Range	405305
Interquartile range (IQR)	215564

Descriptive statistics

Standard deviation	116414.4878
Coefficient of variation (CV)	0.6596745942
Kurtosis	-1.131648746
Mean	176472.5955
Median Absolute Deviation (MAD)	69479
Skewness	0.5926477933
Sum	1055835539
Variance	1.355233298 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
369272	28	0.5%
52832	23	0.4%
275689	17	0.3%
125123	16	0.3%
91817	16	0.3%
58898	16	0.3%
100889	14	0.2%
115610	13	0.2%
250494	13	0.2%
301032	12	0.2%
Other values (3182)	5815	97.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
242	1	< 0.1%
641	1	< 0.1%
1311	2	< 0.1%
1517	1	< 0.1%
2533	2	< 0.1%
3253	1	< 0.1%
4305	1	< 0.1%
5056	1	< 0.1%
5139	2	< 0.1%
5444	1	< 0.1%

Value	Count	Frequency (%)
405547	1	< 0.1%
405334	1	< 0.1%
405233	1	< 0.1%
405147	1	< 0.1%
404787	1	< 0.1%
404786	1	< 0.1%
404649	1	< 0.1%
403994	1	< 0.1%
403833	1	< 0.1%
403796	1	< 0.1%

courier_id
Real number (ℝ_≥0)

Distinct	578
Distinct (%)	9.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	102661.6025

Minimum	3296
Maximum	181543
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	46.9 KiB

Quantile statistics

Minimum	3296
5-th percentile	19432
Q1	60761
median	113364
Q3	143807
95-th percentile	165848
Maximum	181543
Range	178247
Interquartile range (IQR)	83046

Descriptive statistics

Standard deviation	48607.21179
Coefficient of variation (CV)	0.4734702225
Kurtosis	-1.093560594
Mean	102661.6025
Median Absolute Deviation (MAD)	39377
Skewness	-0.399759354
Sum	614224368
Variance	2362661038
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99219	78	1.3%
104533	76	1.3%
142394	73	1.2%
66416	62	1.0%
61900	61	1.0%
30743	58	1.0%
3296	57	1.0%
32580	56	0.9%
20962	56	0.9%
23359	54	0.9%
Other values (568)	5352	89.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3296	57	1.0%
3592	2	< 0.1%
3941	1	< 0.1%
5935	19	0.3%
6458	2	< 0.1%
6715	1	< 0.1%
6873	35	0.6%
7833	28	0.5%
8625	15	0.3%
9078	6	0.1%

Value	Count	Frequency (%)
181543	3	0.1%
179183	1	< 0.1%
178325	8	0.1%
177847	7	0.1%
177485	1	< 0.1%
177231	2	< 0.1%
177184	1	< 0.1%
177125	1	< 0.1%
176701	3	0.1%
176250	1	< 0.1%

vehicle_type
Categorical

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	46.9 KiB

bicycle	4274
car	1215
walker	274
van	76
scooter	75
Other values (2)	69

Length

Max length	10
Median length	7
Mean length	6.085575798
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	van
2nd row	bicycle
3rd row	bicycle
4th row	bicycle
5th row	bicycle

Common Values

Value	Count	Frequency (%)
bicycle	4274	71.4%
car	1215	20.3%
walker	274	4.6%
van	76	1.3%
scooter	75	1.3%
truck	48	0.8%
motorcycle	21	0.4%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
bicycle	4274	71.4%
car	1215	20.3%
walker	274	4.6%
van	76	1.3%
scooter	75	1.3%
truck	48	0.8%
motorcycle	21	0.4%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

pickup_place
Categorical

HIGH CARDINALITY

Distinct	898
Distinct (%)	15.0%
Missing	0
Missing (%)	0.0%
Memory size	46.9 KiB

Shake Shack	311
Momofuku Milk Bar	186
The Meatball Shop	184
Blue Ribbon Sushi	151
sweetgreen	149
Other values (893)	5002

Length

Max length	39
Median length	15
Mean length	15.57295671
Min length	2

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	457 ?
Unique (%)	7.6%

Sample

1st row	Melt Shop
2nd row	Prince Street Pizza
3rd row	Bareburger
4th row	Juice Press
5th row	Blue Ribbon Sushi

Common Values

Value	Count	Frequency (%)
Shake Shack	311	5.2%
Momofuku Milk Bar	186	3.1%
The Meatball Shop	184	3.1%
Blue Ribbon Sushi	151	2.5%
sweetgreen	149	2.5%
Blue Ribbon Fried Chicken	133	2.2%
Whole Foods Market	119	2.0%
Parm	102	1.7%
RedFarm Broadway	93	1.6%
Mighty Quinn's BBQ	90	1.5%
Other values (888)	4465	74.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
sushi	454	3.0%
blue	437	2.9%
ribbon	422	2.8%
bar	410	2.7%
	343	2.2%
the	332	2.2%
shack	314	2.1%
shake	312	2.0%
momofuku	281	1.8%
shop	234	1.5%
Other values (1307)	11734	76.8%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

place_category
Categorical

HIGH CARDINALITY
HIGH CORRELATION
MISSING

Distinct	57
Distinct (%)	1.1%
Missing	883
Missing (%)	14.8%
Memory size	46.9 KiB

Italian	504
Burger	454
Japanese	433
American	405
Chinese	332
Other values (52)	2972

Length

Max length	21
Median length	7
Mean length	7.396470588
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	0.1%

Sample

1st row	American
2nd row	Pizza
3rd row	Burger
4th row	Juice Bar
5th row	Japanese

Common Values

Value	Count	Frequency (%)
Italian	504	8.4%
Burger	454	7.6%
Japanese	433	7.2%
American	405	6.8%
Chinese	332	5.5%
Dessert	315	5.3%
Sushi	253	4.2%
Salad	206	3.4%
Grocery Store	187	3.1%
Mexican	178	3.0%
Other values (47)	1833	30.6%
(Missing)	883	14.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
italian	504	8.7%
burger	454	7.8%
american	443	7.6%
japanese	433	7.5%
chinese	332	5.7%
dessert	315	5.4%
store	315	5.4%
sushi	253	4.4%
salad	206	3.5%
grocery	187	3.2%
Other values (56)	2366	40.7%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

item_name
Categorical

HIGH CARDINALITY
MISSING

Distinct	2277
Distinct (%)	47.9%
Missing	1230
Missing (%)	20.6%
Memory size	46.9 KiB

Fries	76
Cheese Fries	35
Shackburger	31
Chicken	30
Shack Burger	29
Other values (2272)	4552

Length

Max length	79
Median length	15
Mean length	16.67220703
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1502 ?
Unique (%)	31.6%

Sample

1st row	Lemonade
2nd row	Neapolitan Rice Balls
3rd row	Bare Sodas
4th row	OMG! My Favorite Juice!
5th row	Spicy Tuna & Tempura Flakes

Common Values

Value	Count	Frequency (%)
Fries	76	1.3%
Cheese Fries	35	0.6%
Shackburger	31	0.5%
Chicken	30	0.5%
Shack Burger	29	0.5%
Hamburger	26	0.4%
B'day Cake Truffles	26	0.4%
Classic Beef	24	0.4%
ShackBurger	24	0.4%
Cheeseburger	23	0.4%
Other values (2267)	4429	74.0%
(Missing)	1230	20.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
chicken	335	2.6%
	319	2.5%
spicy	196	1.5%
salad	187	1.5%
fries	178	1.4%
roll	138	1.1%
chocolate	116	0.9%
cheese	114	0.9%
pork	114	0.9%
tuna	108	0.8%
Other values (2149)	10973	85.9%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

item_quantity
Real number (ℝ_≥0)

MISSING

Distinct	11
Distinct (%)	0.2%
Missing	1230
Missing (%)	20.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.248264254

Minimum	1
Maximum	16
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	46.9 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	16
Range	15
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.785903823
Coefficient of variation (CV)	0.6295973152
Kurtosis	102.754254
Mean	1.248264254
Median Absolute Deviation (MAD)	0
Skewness	7.708421156
Sum	5933
Variance	0.617644819
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	3980	66.5%
2	570	9.5%
3	112	1.9%
4	54	0.9%
6	14	0.2%
5	13	0.2%
8	4	0.1%
15	3	0.1%
7	1	< 0.1%
12	1	< 0.1%
(Missing)	1230	20.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	3980	66.5%
2	570	9.5%
3	112	1.9%
4	54	0.9%
5	13	0.2%
6	14	0.2%
7	1	< 0.1%
8	4	0.1%
12	1	< 0.1%
15	3	0.1%

Value	Count	Frequency (%)
16	1	< 0.1%
15	3	0.1%
12	1	< 0.1%
8	4	0.1%
7	1	< 0.1%
6	14	0.2%
5	13	0.2%
4	54	0.9%
3	112	1.9%
2	570	9.5%

item_category_name
Categorical

HIGH CARDINALITY
MISSING

Distinct	767
Distinct (%)	16.1%
Missing	1230
Missing (%)	20.6%
Memory size	46.9 KiB

Sides	193
Burgers	148
Appetizers	145
Sandwiches	123
Fries	111
Other values (762)	4033

Length

Max length	53
Median length	10
Mean length	11.5480749
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	315 ?
Unique (%)	6.6%

Sample

1st row	Beverages
2nd row	Munchables
3rd row	Drinks
4th row	Cold Pressed Juices
5th row	Maki (Special Rolls)

Common Values

Value	Count	Frequency (%)
Sides	193	3.2%
Burgers	148	2.5%
Appetizers	145	2.4%
Sandwiches	123	2.1%
Fries	111	1.9%
Salads	103	1.7%
Cookies	86	1.4%
Signatures	82	1.4%
Drinks	69	1.2%
Naked Balls	62	1.0%
Other values (757)	3631	60.7%
(Missing)	1230	20.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	381	4.4%
sides	280	3.2%
appetizers	197	2.3%
rolls	196	2.2%
sandwiches	185	2.1%
salads	182	2.1%
dinner	170	1.9%
burgers	169	1.9%
the	128	1.5%
special	122	1.4%
Other values (681)	6733	77.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

how_long_it_took_to_order
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	2170
Distinct (%)	71.4%
Missing	2945
Missing (%)	49.2%
Memory size	46.9 KiB

03:20.2	8
04:28.8	6
06:36.3	6
04:54.4	6
04:34.3	5
Other values (2165)	3007

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1544 ?
Unique (%)	50.8%

Sample

1st row	19:58.6
2nd row	25:09.1
3rd row	06:44.5
4th row	03:45.0
5th row	07:14.3

Common Values

Value	Count	Frequency (%)
03:20.2	8	0.1%
04:28.8	6	0.1%
06:36.3	6	0.1%
04:54.4	6	0.1%
04:34.3	5	0.1%
07:08.8	5	0.1%
03:53.2	5	0.1%
04:45.2	5	0.1%
05:38.2	5	0.1%
05:17.8	5	0.1%
Other values (2160)	2982	49.8%
(Missing)	2945	49.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
03:20.2	8	0.3%
04:54.4	6	0.2%
04:28.8	6	0.2%
06:36.3	6	0.2%
05:17.8	5	0.2%
04:34.3	5	0.2%
04:21.4	5	0.2%
05:52.9	5	0.2%
06:31.5	5	0.2%
05:38.2	5	0.2%
Other values (2160)	2982	98.2%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

pickup_lat
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1210
Distinct (%)	20.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.74142455

Minimum	40.66561086
Maximum	40.8180821
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	46.9 KiB

Quantile statistics

Minimum	40.66561086
5-th percentile	40.71527933
Q1	40.72434
median	40.73567676
Q3	40.7587261
95-th percentile	40.7821167
Maximum	40.8180821
Range	0.15247124
Interquartile range (IQR)	0.0343861

Descriptive statistics

Standard deviation	0.02283251627
Coefficient of variation (CV)	0.000560425084
Kurtosis	0.1879280573
Mean	40.74142455
Median Absolute Deviation (MAD)	0.01265693
Skewness	0.4966340253
Sum	243755.9431
Variance	0.0005213237994
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40.72434	159	2.7%
40.72610966	151	2.5%
40.73179547	113	1.9%
40.71527933	109	1.8%
40.72301983	102	1.7%
40.7821167	93	1.6%
40.74507859	87	1.5%
40.72751895	86	1.4%
40.7291104	74	1.2%
40.73567676	68	1.1%
Other values (1200)	4941	82.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
40.66561086	5	0.1%
40.67176012	2	< 0.1%
40.67347806	3	0.1%
40.67425095	9	0.2%
40.67469097	1	< 0.1%
40.675263	1	< 0.1%
40.6753166	6	0.1%
40.67610552	1	< 0.1%
40.67768312	5	0.1%
40.67790077	2	< 0.1%

Value	Count	Frequency (%)
40.8180821	17	0.3%
40.81535397	1	< 0.1%
40.81133225	1	< 0.1%
40.80707234	1	< 0.1%
40.80625721	1	< 0.1%
40.805839	1	< 0.1%
40.80583493	1	< 0.1%
40.80504518	1	< 0.1%
40.80482529	1	< 0.1%
40.80451853	1	< 0.1%

pickup_lon
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1178
Distinct (%)	19.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-73.98710128

Minimum	-74.01583672
Maximum	-73.92097967
Zeros	0
Zeros (%)	0.0%
Negative	5983
Negative (%)	100.0%
Memory size	46.9 KiB

Quantile statistics

Minimum	-74.01583672
5-th percentile	-74.0086925
Q1	-73.99663005
median	-73.98868203
Q3	-73.9807391
95-th percentile	-73.95509005
Maximum	-73.92097967
Range	0.09485705
Interquartile range (IQR)	0.01589095

Descriptive statistics

Standard deviation	0.01489569141
Coefficient of variation (CV)	-0.0002013282201
Kurtosis	0.4094801605
Mean	-73.98710128
Median Absolute Deviation (MAD)	0.00794802
Skewness	0.7404730568
Sum	-442664.8269
Variance	0.0002218816226
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-73.99096	159	2.7%
-74.00249186	151	2.5%
-73.98567259	113	1.9%
-74.01486039	109	1.8%
-73.995854	102	1.7%
-73.9807391	93	1.6%
-73.98882151	87	1.5%
-73.9886713	86	1.4%
-73.98424546	74	1.2%
-73.99382953	68	1.1%
Other values (1168)	4941	82.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-74.01583672	1	< 0.1%
-74.01544645	3	0.1%
-74.01486039	109	1.8%
-74.01472344	1	< 0.1%
-74.01462589	1	< 0.1%
-74.01345529	1	< 0.1%
-74.01306509	5	0.1%
-74.01235355	15	0.3%
-74.01177049	1	< 0.1%
-74.01175103	2	< 0.1%

Value	Count	Frequency (%)
-73.92097967	1	< 0.1%
-73.928287	1	< 0.1%
-73.93324098	1	< 0.1%
-73.934196	5	0.1%
-73.93542815	1	< 0.1%
-73.93992	1	< 0.1%
-73.94058885	2	< 0.1%
-73.940994	1	< 0.1%
-73.94206524	1	< 0.1%
-73.94356236	4	0.1%

dropoff_lat
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2841
Distinct (%)	47.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.74421648

Minimum	40.64935581
Maximum	40.848324
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	46.9 KiB

Quantile statistics

Minimum	40.64935581
5-th percentile	40.70855722
Q1	40.72530703
median	40.74042351
Q3	40.7638848
95-th percentile	40.7862259
Maximum	40.848324
Range	0.19896819
Interquartile range (IQR)	0.03857777

Descriptive statistics

Standard deviation	0.02525145915
Coefficient of variation (CV)	0.0006197556692
Kurtosis	0.1228005566
Mean	40.74421648
Median Absolute Deviation (MAD)	0.01709401
Skewness	0.2672815271
Sum	243772.6472
Variance	0.0006376361892
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40.727405	42	0.7%
40.7324282	29	0.5%
40.767651	28	0.5%
40.7236764	23	0.4%
40.7233295	22	0.4%
40.7467644	22	0.4%
40.724455	19	0.3%
40.7202117	19	0.3%
40.7389323	18	0.3%
40.778028	18	0.3%
Other values (2831)	5743	96.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
40.64935581	2	< 0.1%
40.64940367	1	< 0.1%
40.649574	3	0.1%
40.65214519	2	< 0.1%
40.66688836	1	< 0.1%
40.66807	1	< 0.1%
40.668481	1	< 0.1%
40.66927311	1	< 0.1%
40.670283	1	< 0.1%
40.670584	1	< 0.1%

Value	Count	Frequency (%)
40.848324	1	< 0.1%
40.837404	1	< 0.1%
40.83602938	1	< 0.1%
40.8351339	3	0.1%
40.8288547	1	< 0.1%
40.826658	1	< 0.1%
40.8260054	1	< 0.1%
40.82371293	1	< 0.1%
40.8235529	2	< 0.1%
40.820046	1	< 0.1%

dropoff_lon
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2839
Distinct (%)	47.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-73.98576547

Minimum	-74.0176786
Maximum	-73.92412352
Zeros	0
Zeros (%)	0.0%
Negative	5983
Negative (%)	100.0%
Memory size	46.9 KiB

Quantile statistics

Minimum	-74.0176786
5-th percentile	-74.00964682
Q1	-74.000297
median	-73.98927961
Q3	-73.97469635
95-th percentile	-73.95276784
Maximum	-73.92412352
Range	0.09355508
Interquartile range (IQR)	0.02560065

Descriptive statistics

Standard deviation	0.01805950314
Coefficient of variation (CV)	-0.0002440942933
Kurtosis	-0.3696332607
Mean	-73.98576547
Median Absolute Deviation (MAD)	0.01258029
Skewness	0.598600561
Sum	-442656.8348
Variance	0.0003261456535
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-73.991802	42	0.7%
-74.0080594	29	0.5%
-73.966875	28	0.5%
-74.0107235	23	0.4%
-73.9903014	22	0.4%
-73.9915018	22	0.4%
-74.0021308	19	0.3%
-73.953851	18	0.3%
-74.0088234	18	0.3%
-74.0040761	17	0.3%
Other values (2829)	5745	96.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-74.0176786	3	0.1%
-74.0172878	1	< 0.1%
-74.0171494	1	< 0.1%
-74.0171217	1	< 0.1%
-74.01706219	1	< 0.1%
-74.0169647	1	< 0.1%
-74.016943	8	0.1%
-74.0168879	2	< 0.1%
-74.016875	2	< 0.1%
-74.01671467	1	< 0.1%

Value	Count	Frequency (%)
-73.92412352	2	< 0.1%
-73.9248061	1	< 0.1%
-73.925819	4	0.1%
-73.927723	1	< 0.1%
-73.9283556	1	< 0.1%
-73.928499	4	0.1%
-73.929931	1	< 0.1%
-73.93111168	1	< 0.1%
-73.9341815	2	< 0.1%
-73.93488	6	0.1%

when_the_delivery_started
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	4867
Distinct (%)	81.3%
Missing	0
Missing (%)	0.0%
Memory size	46.9 KiB

40:37.6	6
09:25.3	5
14:29.8	5
47:57.8	5
55:46.1	5
Other values (4862)	5957

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3951 ?
Unique (%)	66.0%

Sample

1st row	51:59.9
2nd row	58:58.7
3rd row	39:52.7
4th row	54:11.5
5th row	07:18.5

Common Values

Value	Count	Frequency (%)
40:37.6	6	0.1%
09:25.3	5	0.1%
14:29.8	5	0.1%
47:57.8	5	0.1%
55:46.1	5	0.1%
46:45.8	5	0.1%
26:28.2	4	0.1%
15:42.8	4	0.1%
56:43.9	4	0.1%
37:08.2	4	0.1%
Other values (4857)	5936	99.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
40:37.6	6	0.1%
14:29.8	5	0.1%
47:57.8	5	0.1%
55:46.1	5	0.1%
46:45.8	5	0.1%
09:25.3	5	0.1%
59:43.0	4	0.1%
29:24.1	4	0.1%
31:28.2	4	0.1%
19:55.9	4	0.1%
Other values (4857)	5936	99.2%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

when_the_courier_arrived_at_pickup
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	4446
Distinct (%)	81.8%
Missing	550
Missing (%)	9.2%
Memory size	46.9 KiB

03:22.3	6
18:24.3	5
30:47.0	5
06:24.1	5
40:36.5	5
Other values (4441)	5407

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3638 ?
Unique (%)	67.0%

Sample

1st row	26:02.1
2nd row	37:18.8
3rd row	04:17.8
4th row	14:42.7
5th row	18:50.0

Common Values

Value	Count	Frequency (%)
03:22.3	6	0.1%
18:24.3	5	0.1%
30:47.0	5	0.1%
06:24.1	5	0.1%
40:36.5	5	0.1%
01:08.8	4	0.1%
59:48.5	4	0.1%
46:31.8	4	0.1%
14:06.2	4	0.1%
52:15.5	4	0.1%
Other values (4436)	5387	90.0%
(Missing)	550	9.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
03:22.3	6	0.1%
30:47.0	5	0.1%
06:24.1	5	0.1%
40:36.5	5	0.1%
18:24.3	5	0.1%
45:18.3	4	0.1%
00:38.6	4	0.1%
54:01.8	4	0.1%
32:06.7	4	0.1%
15:13.6	4	0.1%
Other values (4436)	5387	99.2%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

when_the_courier_left_pickup
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	4428
Distinct (%)	81.5%
Missing	550
Missing (%)	9.2%
Memory size	46.9 KiB

37:43.3	7
37:15.6	7
15:44.7	6
26:51.9	5
35:41.9	5
Other values (4423)	5403

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3617 ?
Unique (%)	66.6%

Sample

1st row	48:23.1
2nd row	59:10.0
3rd row	16:37.9
4th row	25:19.4
5th row	27:10.6

Common Values

Value	Count	Frequency (%)
37:43.3	7	0.1%
37:15.6	7	0.1%
15:44.7	6	0.1%
26:51.9	5	0.1%
35:41.9	5	0.1%
43:52.0	5	0.1%
38:07.4	5	0.1%
50:07.4	4	0.1%
24:51.9	4	0.1%
26:33.7	4	0.1%
Other values (4418)	5381	89.9%
(Missing)	550	9.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
37:43.3	7	0.1%
37:15.6	7	0.1%
15:44.7	6	0.1%
26:51.9	5	0.1%
35:41.9	5	0.1%
43:52.0	5	0.1%
38:07.4	5	0.1%
27:38.1	4	0.1%
40:05.2	4	0.1%
02:29.8	4	0.1%
Other values (4418)	5381	99.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

when_the_courier_arrived_at_dropoff
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	4849
Distinct (%)	81.0%
Missing	0
Missing (%)	0.0%
Memory size	46.9 KiB

35:36.9	5
39:07.3	5
46:58.5	5
41:56.0	5
48:41.9	5
Other values (4844)	5958

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3932 ?
Unique (%)	65.7%

Sample

1st row	52:06.3
2nd row	59:22.9
3rd row	04:40.6
4th row	32:38.1
5th row	48:27.2

Common Values

Value	Count	Frequency (%)
35:36.9	5	0.1%
39:07.3	5	0.1%
46:58.5	5	0.1%
41:56.0	5	0.1%
48:41.9	5	0.1%
26:44.9	5	0.1%
24:46.1	5	0.1%
25:14.6	4	0.1%
30:36.2	4	0.1%
25:49.0	4	0.1%
Other values (4839)	5936	99.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
35:36.9	5	0.1%
46:58.5	5	0.1%
41:56.0	5	0.1%
48:41.9	5	0.1%
26:44.9	5	0.1%
24:46.1	5	0.1%
39:07.3	5	0.1%
01:29.0	4	0.1%
57:38.7	4	0.1%
53:41.2	4	0.1%
Other values (4839)	5936	99.2%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	delivery_id	customer_id	courier_id	vehicle_type	pickup_place	place_category	item_name	item_quantity	item_category_name	how_long_it_took_to_order	pickup_lat	pickup_lon	dropoff_lat	dropoff_lon	when_the_delivery_started	when_the_courier_arrived_at_pickup	when_the_courier_left_pickup	when_the_courier_arrived_at_dropoff
0	1457973	327168	162381	van	Melt Shop	American	Lemonade	1.0	Beverages	19:58.6	40.744607	-73.990742	40.752073	-73.985370	51:59.9	NaN	NaN	52:06.3
1	1377056	64452	104533	bicycle	Prince Street Pizza	Pizza	Neapolitan Rice Balls	3.0	Munchables	25:09.1	40.723080	-73.994615	40.719722	-73.991858	58:58.7	26:02.1	48:23.1	59:22.9
2	1476547	83095	132725	bicycle	Bareburger	Burger	Bare Sodas	1.0	Drinks	06:44.5	40.728478	-73.998392	40.728606	-73.995143	39:52.7	37:18.8	59:10.0	04:40.6
3	1485494	271149	157175	bicycle	Juice Press	Juice Bar	OMG! My Favorite Juice!	1.0	Cold Pressed Juices	NaN	40.738868	-74.002747	40.751257	-74.005634	54:11.5	04:17.8	16:37.9	32:38.1
4	1327707	122609	118095	bicycle	Blue Ribbon Sushi	Japanese	Spicy Tuna & Tempura Flakes	2.0	Maki (Special Rolls)	03:45.0	40.726110	-74.002492	40.709323	-74.015867	07:18.5	14:42.7	25:19.4	48:27.2
5	1423142	75169	91932	bicycle	Tamarind TriBeCa	Indian	Dum Aloo Gobi	1.0	Vegetarian Specialties	07:14.3	40.719269	-74.008750	40.725678	-74.000618	56:36.3	18:50.0	27:10.6	36:53.8
6	1334106	101347	124897	bicycle	The Loop	Sushi	Spicy Tuna Roll	1.0	Classic Roll & Hand Roll	04:49.4	40.734858	-73.986093	40.738368	-74.000105	08:55.5	07:16.0	29:24.5	40:01.7
7	1311619	59161	79847	bicycle	Insomnia Cookies	Bakery	Chocolate Chunk	2.0	Cookies and Brownies	NaN	40.729791	-74.000589	40.734703	-73.998206	20:09.3	17:35.7	03:24.4	09:16.6
8	1487674	55375	181543	bicycle	Cafe Zaiya	NaN	NaN	NaN	NaN	NaN	40.729357	-73.990156	40.719758	-73.985011	49:48.3	55:32.4	01:22.2	10:44.7
9	1417206	153816	157415	car	Shake Shack	Burger	Shackburger	1.0	Burgers	NaN	40.758457	-73.989140	40.743613	-73.977684	18:37.9	20:14.4	47:03.6	59:26.1

Last rows

	delivery_id	customer_id	courier_id	vehicle_type	pickup_place	place_category	item_name	item_quantity	item_category_name	how_long_it_took_to_order	pickup_lat	pickup_lon	dropoff_lat	dropoff_lon	when_the_delivery_started	when_the_courier_arrived_at_pickup	when_the_courier_left_pickup	when_the_courier_arrived_at_dropoff
5973	1379953	127103	69993	bicycle	The Grey Dog - University	Coffee	Organic Raw Veggies	1.0	Small Plates	04:34.4	40.733787	-73.993035	40.736760	-73.982048	35:30.0	43:14.4	50:04.6	57:28.4
5974	1379770	243775	138061	car	Postmates Liquor Store	Shop	Raventos I Blanc L'Hereu Reserva Brut Cava - 2011	1.0	Sparkling	NaN	40.779598	-73.947388	40.723861	-73.996981	08:33.1	22:28.4	26:54.0	57:58.4
5975	1475459	303211	156557	car	Big Nick's Burgers & Pizza	Pizza	Chicken Fingers	1.0	Appetizers & Side Orders	05:11.1	40.776767	-73.979120	40.793834	-73.941521	47:25.9	48:56.2	11:46.1	25:02.1
5976	1300266	135451	36664	bicycle	Juice Generation	Juice Bar	Red Dragon Fruit	1.0	Smoothies	NaN	40.777598	-73.979528	40.778493	-73.986542	48:36.9	54:59.5	06:07.4	13:57.9
5977	1303444	228541	148268	bicycle	RedFarm Hudson	Chinese	Soft & Crunchy Vegetable Fried Rice	1.0	Rice & Noodles	03:32.1	40.734214	-74.006202	40.732425	-73.996269	22:52.5	35:32.0	59:22.6	07:20.0
5978	1360750	378035	151467	bicycle	Five Guys Burgers and Fries	Burger	Cheeseburger	1.0	Burgers	NaN	40.804404	-73.966430	40.818637	-73.939241	30:25.6	41:09.4	53:28.3	10:19.3
5979	1348697	96943	3296	bicycle	Cafe Mogador	Middle Eastern	Vegetarian	1.0	Cous Cous	NaN	40.727293	-73.984517	40.725938	-73.980550	37:42.6	44:21.3	54:16.4	00:43.0
5980	1274438	355090	153113	bicycle	Shake Shack	Burger	Fries	1.0	Fries	NaN	40.780826	-73.976483	40.763573	-73.973503	12:57.0	29:59.8	52:19.8	16:52.7
5981	1470282	400983	142140	car	Omai	Vietnamese	Ca Tim	1.0	Appetizers	02:17.3	40.744408	-74.002891	40.734609	-74.006405	25:03.6	22:37.8	39:25.8	50:45.3
5982	1357449	128517	134189	car	RedFarm Broadway	Chinese	Pan-Fried Pork Buns (4)	1.0	Dim Sum	09:25.3	40.782117	-73.980739	40.732714	-73.995040	30:44.5	40:22.5	06:02.1	31:54.4

Most frequently occurring

	delivery_id	customer_id	courier_id	vehicle_type	pickup_place	place_category	item_name	item_quantity	item_category_name	how_long_it_took_to_order	pickup_lat	pickup_lon	dropoff_lat	dropoff_lon	when_the_delivery_started	when_the_courier_arrived_at_pickup	when_the_courier_left_pickup	when_the_courier_arrived_at_dropoff	# duplicates
0	1274791	59749	61162	bicycle	Bareburger	Burger	Barest Burger	1.0	Bareburgers	04:00.5	40.768489	-73.955182	40.784797	-73.953658	06:44.9	31:56.0	37:43.3	51:34.2	2
1	1279990	85091	105178	bicycle	The Meatball Shop	Italian	Ice Cream Sandwich	1.0	Desserts	03:11.4	40.771491	-73.956334	40.779800	-73.957061	55:27.1	11:42.5	22:33.3	46:35.1	2
2	1280728	127149	57496	bicycle	P.J. Clarke's	American	Simply On A Bun	1.0	P.J. Clarke's Hamburgers	16:31.3	40.758939	-73.968531	40.766654	-73.952847	15:18.2	37:50.8	50:58.8	03:28.5	2
3	1319722	149234	139558	bicycle	Maimonide of Brooklyn	Vegetarian	Mob Cheeseburger Deluxe	1.0	Entrees	06:24.0	40.685201	-73.980211	40.649574	-73.964392	57:37.7	08:42.9	19:32.5	37:39.5	2
4	1341790	373689	152676	bicycle	Bareburger	Burger	Country Bacon	1.0	Bareburgers	21:38.7	40.768489	-73.955182	40.765698	-73.954975	59:28.3	19:47.3	40:35.9	46:48.6	2
5	1343449	17495	138057	car	The Meatball Shop	Italian	Ice Cream Sandwich	1.0	Desserts	02:26.4	40.721545	-73.988842	40.709410	-74.006714	38:33.2	49:06.1	00:26.2	19:37.7	2
6	1349702	42781	65763	bicycle	2nd Ave Deli	Deli	Potato Knish	2.0	Franks and Knishes	06:54.4	40.745299	-73.979138	40.738913	-73.987760	52:26.8	21:08.3	40:57.1	49:50.8	2
7	1363244	100738	30905	car	The Meatball Shop	Italian	Classic Beef	1.0	Naked Balls	09:06.4	40.745963	-74.001697	40.747098	-73.986641	44:35.3	05:45.7	11:05.5	24:17.0	2
8	1423447	391860	167596	bicycle	Lucky's Famous Burgers	Burger	Lucky Shake	1.0	Shakes	10:07.6	40.723331	-73.989531	40.720472	-73.989326	24:39.8	56:48.5	03:05.0	06:07.0	2
9	1428278	301695	62487	car	sweetgreen	Salad	Harvest Bowl	1.0	Signatures	06:17.3	40.745079	-73.988822	40.750667	-73.986099	32:27.4	59:13.6	09:07.6	22:30.5	2

Overview

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